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Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Namous, Mustapha;  Hssaisoune, Mohammed;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah;  Elaloui, Abdenbi;  Edahbi, Mohamed;  Krimissa, Samira;  Eloudi, Hasna;  Ouayah, Mustapha;  Elhimer, Hicham;  Tagma, Tarik
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
drinking and irrigation water scarcity  groundwater potential mapping  machine learning  remote sensing  GIS  karstic mountainous aquifers  Morocco  
Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 119262-119278
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah M.
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Lithological mapping  sentinel-2A  SVM-GEOBIA  remote sensing  moroccan meseta  
Assessing gully erosion susceptibility using topographic derived attributes, multi-criteria decision-making, and machine learning classifiers 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 3035-3062
作者:  Al-Bawi, Ahmed J.;  Al-Abadi, Alaa M.;  Pradhan, Biswajeet;  Alamri, Abdullah M.
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/29
Gully erosion  gullies  GIS  remote sensing  MCDM  TOPSIS  Iraq